Efficient and non-convex coordinate descent for symmetric nonnegative matrix factorization A Vandaele, N Gillis, Q Lei, K Zhong, I Dhillon IEEE Transactions on Signal Processing 64 (21), 5571-5584, 2016 | 56* | 2016 |

Heuristics for exact nonnegative matrix factorization A Vandaele, N Gillis, F Glineur, D Tuyttens Journal of Global Optimization 65, 369-400, 2016 | 50 | 2016 |

Using a greedy random adaptative search procedure to solve the cover printing problem D Tuyttens, A Vandaele Computers & operations research 37 (4), 640-648, 2010 | 14 | 2010 |

Off-diagonal symmetric nonnegative matrix factorization F Moutier, A Vandaele, N Gillis Numerical Algorithms 88, 939-963, 2021 | 12 | 2021 |

Exact sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |

Algorithms for positive semidefinite factorization A Vandaele, F Glineur, N Gillis Computational Optimization and Applications 71, 193-219, 2018 | 12 | 2018 |

Near-convex archetypal analysis P De Handschutter, N Gillis, A Vandaele, X Siebert IEEE Signal Processing Letters 27, 81-85, 2019 | 11 | 2019 |

On the linear extension complexity of regular *n*-gonsA Vandaele, N Gillis, F Glineur Linear Algebra and its Applications 521, 217-239, 2017 | 11 | 2017 |

Computing the extension complexities of all 4-dimensional 0/1-polytopes M Oelze, A Vandaele, S Weltge arXiv preprint arXiv:1406.4895, 2014 | 10 | 2014 |

Towards an efficient resolution of printing problems D Tuyttens, A Vandaele Discrete Optimization 14, 126-146, 2014 | 8 | 2014 |

Sparse separable nonnegative matrix factorization N Nadisic, A Vandaele, JE Cohen, N Gillis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 5 | 2020 |

Matrix-wise -constrained sparse nonnegative least squares N Nadisic, JE Cohen, A Vandaele, N Gillis Machine Learning 111 (12), 4453-4495, 2022 | 3* | 2022 |

Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function G Seraghiti, A Awari, A Vandaele, M Porcelli, N Gillis 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 2 | 2023 |

Exact biobjective k-sparse nonnegative least squares N Nadisic, A Vandaele, N Gillis, JE Cohen 2021 29th European Signal Processing Conference (EUSIPCO), 2079-2083, 2021 | 2 | 2021 |

Heuristics, Exact Methods and Factorizations in Optimization A Vandaele PhD thesis, Université de Mons, 2016 | 2 | 2016 |

NONNEGATIVE UNIMODAL MATRIX FACTORIZATION AMS Ang, N Gillis, A Vandaele, H De Sterck | 1 | 2020 |

Algorithms for Boolean Matrix Factorization using Integer Programming C Kolomvakis, A Vandaele, N Gillis 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | | 2023 |

Exact and Heuristic Methods for Simultaneous Sparse Coding A Dache, A Vandaele, N Gillis, N Nadisic 2023 31st European Signal Processing Conference (EUSIPCO), 1753-1757, 2023 | | 2023 |

Algorithms for possible semidefinite factorization A Vandaele, F Glineur, N Gillis Université catholique de Louvain, Center for Operations Research and …, 2018 | | 2018 |

A branch and bound algorithm for a lexicographic optimization of a bi-objective permutation flowshop with time lags A Vandaele, D Tuyttens ORBEL 27, 2013 | | 2013 |